Triple
T4398786
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Soviet 3rd Ukrainian Front |
E99560
|
entity |
| Predicate | participatedIn |
P149
|
FINISHED |
| Object |
Balaton Defensive Operation
The Balaton Defensive Operation was a World War II Soviet military campaign in March 1945 that successfully repelled Germany’s last major offensive on the Eastern Front near Lake Balaton in Hungary.
|
E438926
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Balaton Defensive Operation | Statement: [Soviet 3rd Ukrainian Front, participatedIn, Balaton Defensive Operation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Balaton Defensive Operation Context triple: [Soviet 3rd Ukrainian Front, participatedIn, Balaton Defensive Operation]
-
A.
Carpathian-Dukla Offensive
The Carpathian-Dukla Offensive was a major World War II Soviet-led operation in 1944 aimed at breaking through the Carpathian Mountains into Slovakia to support the Slovak National Uprising against Nazi Germany.
-
B.
Battle of Debrecen
The Battle of Debrecen was a major World War II Eastern Front engagement in October 1944, in which German and Hungarian forces attempted unsuccessfully to halt the Soviet advance through eastern Hungary.
-
C.
Samland Offensive
The Samland Offensive was a late World War II Soviet military operation aimed at capturing the Samland Peninsula from German forces in East Prussia.
-
D.
Defence of the Oder line
Defence of the Oder line was a late-World War II German defensive campaign along the Oder River aimed at halting the advancing Soviet forces before they could reach Berlin.
-
E.
Siege of Budapest
The Siege of Budapest was a brutal World War II battle in late 1944–early 1945 in which Soviet and Romanian forces encircled and captured Hungary’s capital from Nazi German and Hungarian troops, causing massive destruction and civilian casualties.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Balaton Defensive Operation Triple: [Soviet 3rd Ukrainian Front, participatedIn, Balaton Defensive Operation]
Generated description
The Balaton Defensive Operation was a World War II Soviet military campaign in March 1945 that successfully repelled Germany’s last major offensive on the Eastern Front near Lake Balaton in Hungary.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Balaton Defensive Operation Target entity description: The Balaton Defensive Operation was a World War II Soviet military campaign in March 1945 that successfully repelled Germany’s last major offensive on the Eastern Front near Lake Balaton in Hungary.
-
A.
Carpathian-Dukla Offensive
The Carpathian-Dukla Offensive was a major World War II Soviet-led operation in 1944 aimed at breaking through the Carpathian Mountains into Slovakia to support the Slovak National Uprising against Nazi Germany.
-
B.
Battle of Debrecen
The Battle of Debrecen was a major World War II Eastern Front engagement in October 1944, in which German and Hungarian forces attempted unsuccessfully to halt the Soviet advance through eastern Hungary.
-
C.
Samland Offensive
The Samland Offensive was a late World War II Soviet military operation aimed at capturing the Samland Peninsula from German forces in East Prussia.
-
D.
Defence of the Oder line
Defence of the Oder line was a late-World War II German defensive campaign along the Oder River aimed at halting the advancing Soviet forces before they could reach Berlin.
-
E.
Siege of Budapest
The Siege of Budapest was a brutal World War II battle in late 1944–early 1945 in which Soviet and Romanian forces encircled and captured Hungary’s capital from Nazi German and Hungarian troops, causing massive destruction and civilian casualties.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69b345506b408190b0e3dee616738a7d |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b352cc4ab081908bc45d2f76cd4da8 |
completed | March 12, 2026, 11:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b6135ecdc08190b2a7458614cf4c54 |
completed | March 15, 2026, 2:03 a.m. |
| NEDg | Description generation | batch_69b61464b0dc81909cab007115435b8b |
completed | March 15, 2026, 2:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b6151440648190bf8c1c95e20caf13 |
completed | March 15, 2026, 2:10 a.m. |
Created at: March 12, 2026, 11:20 p.m.